Boosting marine predators algorithm by salp swarm algorithm for multilevel thresholding image segmentation

L Abualigah, NK Al-Okbi, MA Elaziz… - Multimedia tools and …, 2022 - Springer
Pixel rating is considered one of the commonly used critical factors in digital image
processing that depends on intensity. It is used to determine the optimal image …

Hybrid marine predators algorithm for image segmentation: Analysis and validations

M Abdel-Basset, R Mohamed… - Artificial Intelligence …, 2022 - Springer
Naturally, to analyze an image accurately, all the similar objects within it should be
separated to pay attention to the most important object for reaching more details and hence …

Multilevel thresholding image segmentation using meta-heuristic optimization algorithms: Comparative analysis, open challenges and new trends

L Abualigah, KH Almotairi, MA Elaziz - Applied Intelligence, 2023 - Springer
This paper studied the multilevel threshold image segmentation-based metaheuristics
optimization methods and their applications. Image segmentation is a common problem in …

Whale optimization algorithm and moth-flame optimization for multilevel thresholding image segmentation

M Abd El Aziz, AA Ewees, AE Hassanien - Expert Systems with Applications, 2017 - Elsevier
Determining the optimal thresholding for image segmentation has got more attention in
recent years since it has many applications. There are several methods used to find the …

A novel black widow optimization algorithm for multilevel thresholding image segmentation

EH Houssein, BE Helmy, D Oliva, AA Elngar… - Expert Systems with …, 2021 - Elsevier
Segmentation is a crucial step in image processing applications. This process separates
pixels of the image into multiple classes that permits the analysis of the objects contained in …

Kapur's entropy for underwater multilevel thresholding image segmentation based on whale optimization algorithm

Z Yan, J Zhang, Z Yang, J Tang - IEEE access, 2020 - ieeexplore.ieee.org
Multilevel thresholding is an effective and indispensable technology for image segmentation
that has attracted extensive attention in recent years. However, the multilevel thresholding …

[PDF][PDF] Modified salp swarm algorithm based multilevel thresholding for color image segmentation

S Wang, H Jia, X Peng - Math Biosci Eng, 2020 - researchgate.net
This paper proposes a multi-threshold image segmentation method based on modified salp
swarm algorithm (SSA). Multi-threshold image segmentation method has good …

Constriction coefficient based particle swarm optimization and gravitational search algorithm for multilevel image thresholding

SA Rather, PS Bala - Expert Systems, 2021 - Wiley Online Library
Image segmentation is one of the pivotal steps in image processing. Actually, it deals with
the partitioning of the image into different classes based on pixel intensities. This work …

Swarm selection method for multilevel thresholding image segmentation

M Abd Elaziz, S Bhattacharyya, S Lu - Expert systems with Applications, 2019 - Elsevier
Multilevel thresholding is one of the most popular approaches used for image segmentation.
Several methods have been used to find the threshold values; however, metaheuristic (MH) …

Investigation of butterfly optimization and gases Brownian motion optimization algorithms for optimal multilevel image thresholding

K Sowjanya, SK Injeti - Expert Systems with Applications, 2021 - Elsevier
Image processing is one of the major research regions in the most recent decades, in which,
image segmentation has gained more popularity due to its enormous applications. Before …